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Deep Variational Free Energy Calculation of Hydrogen Hugoniot

Li, Zihang et al.
arXiv (OAI Expanded) · Papers
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computational-physicsmachine-learningstrongly-correlated-electrons
We develop a deep variational free energy framework to compute the equation of state of hydrogen in the warm dense matter region. This method parameterizes the variational density matrix of hydrogen nuclei and electrons at finite temperature using three deep generative models: a normalizing flow mod
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